Predicting occupant evacuation times to improve building design

Keyphrases

• Building Design 100%
• Evacuation Time 100%
• Occupant Evacuation 100%
• Pedestrian 33%
• Deep Learning Methods 33%
• Semi-automated 33%
• Computation Time 33%
• Neural Network Architecture 33%
• Convolutional Neural Network 33%
• Design Process 33%
• Early Design Phases 33%
• BIM Model 33%
• Prediction Accuracy 33%
• Building Model 33%
• Occupant Comfort 33%
• Multilayer Perceptron 33%
• Simulation Parameters 33%
• Manual Work 33%
• Pedestrian Flow 33%
• Pedestrian Simulation 33%
• Flow Dynamics 33%
• Pedestrian Evacuation 33%
• Design Efficiency 33%
• Multiple Steps 33%
• Comfortability 33%
• Train Station 33%
• Public Facilities 33%
• Crowd Evacuation 33%
• Construction Parameters 33%
• Pedestrian Flow Analysis 33%
• Floorplan Images 33%
• Evacuation Behavior 33%
• Modular Neural Network 33%
• Evacuation Prediction 33%

Engineering

• Architectural Design 100%
• Design Process 33%
• Computation Time 33%
• Model Building 33%
• Simulation Parameter 33%
• Neural Network Architecture 33%
• Flow Dynamics 33%
• Flow Analysis 33%
• Design Phase 33%
• Deep Learning Method 33%
• Convolutional Neural Network 33%
• Computer Simulation 33%
• Perceptron 33%